Body Fat and BMI Predictor

The Body Fat Predictor is a machine learning model built using the Random Forest algorithm to estimate body fat percentage based on various physical attributes such as weight, height, age, and other body measurements. This tool provides accurate predictions and classifies individuals into different body fat categories, including Essential Fat, Athletes, Fitness, Average, and Obese.